Industry & Academia Use-Cases
5 talks from the 2024 edition.
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Best of both worlds - How we built an AI-aided content creation tool for language learning ▶ Recording 📝 Transcript
Lea Petters, Hector Hernandez
Discover how Babbel bridged the gap between tailored language learning and scalability through an AI-aided content creation tool. Our approach amalgamates human expertise with Generative Artificial Intelligence,...
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How Python helped us uncover secrets of protein motion ▶ Recording 📝 Transcript
Zoran Štefanić, Boris Gomaz
This presentation will give an overview of the scientific project that focuses on understanding how proteins move and function. Along the way a very large collection of Python tools was used, and on top of them our...
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Marketing Media Mix Models with Python & PyMC: a Case Study ▶ Recording 📝 Transcript
Emanuele Fabbiani
In today's digital landscape, traditional analytics struggle with understanding marketing ROI, especially with evolving privacy norms. But Python and its ecosystem come to the rescue. In this talk, we will discuss...
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There is a Better Way to Automate and Manage Your (Fluid) Simulations ▶ Recording 📝 Transcript
Julian Wagenschütz
This is a story about applying Python and the “hacker mindset” to Computer Aided Engineering (CAE), an emerging domain within the Python ecosystem. Shell scripts have traditionally been the preferred tool for...
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Time series anomaly detection with a human-in-the-loop ▶ Recording 📝 Transcript
Philipp Millet
In the cross-industry wide trend towards industry 4.0 solutions, the amount of gathered sensor data is ever growing. Through the sheer amount of data, manual or human-based monitoring of the collected time series...